Can we fix AI’s evaluation crisis? - MIT Technology Review
<a href="https://news.google.com/rss/articles/CBMigwFBVV95cUxON3dXYnFWQVBkbHNKaDhaUm0yb3p3eTVyOFpWdmdOdEtGQVJxcVZhVmVSczJrOXRHemVfNDVUN0NkOHFoTUZfQmpXbkV4Wk1jMVBZRlVYaUE0RjhhMEJ0bHptMUJhZHM0aGh0MnRKUGoyLVhENU4xUHh2TFlsdnFJRlZQb9IBiAFBVV95cUxOTUJXNGZGME84SXlhRTVqMnRMeVJhZllBWUUwT2tDWVRaQ2RrdHhYSWRZVWJtNWxra2xTaTNBX1RzR3BmbTJPTWVwOWYzWFlBN054Z0g5aEVzcTlUSHFNOGNFR2JtdF9MYk1QVldCRFE2N2tOVkM0N09JR1RVLXh2ZHpja3lZQ1lB?oc=5" target="_blank">Can we fix AI’s evaluation crisis?</a> <font color="#6f6f6f">MIT Technology Review</font>
Could not retrieve the full article text.
Read on GNews AI benchmark →Sign in to highlight and annotate this article

Conversation starters
Daily AI Digest
Get the top 5 AI stories delivered to your inbox every morning.
More about
valuationreviewWhy Software Engineers Burn Out Differently And What To Do About It
<p>There's a specific kind of exhaustion that software engineers know well.</p> <p>It's not the kind where you can't get out of bed. It's the kind where you get out of bed, open your laptop, join the standup, close a few tickets — and feel absolutely nothing.</p> <p>You're still functioning. You're still shipping. But somewhere along the way, the curiosity, the drive to build something that works, the satisfaction of solving a hard problem — quietly disappeared.</p> <p>That's burnout in tech. And it's different from burnout in other fields in ways that make it particularly hard to catch.</p> <p><strong>Why tech burnout is different</strong></p> <p><strong>The work is invisible</strong>. When a nurse burns out, there are physical limits. When an engineer burns out, they can still type. The

Stop Accepting BGP Routes on Trust Alone: Deploy RPKI ROV on IOS-XE and IOS XR Today
<p>If you run BGP in production and you're not validating route origins with RPKI, you're accepting every prefix announcement on trust alone. That's the equivalent of letting anyone walk into your data center and plug into a switch because they said they work there.</p> <p>BGP RPKI Route Origin Validation (ROV) is the mechanism that changes this. With 500K+ ROAs published globally, mature validator software, and RFC 9774 formally deprecating AS_SET, there's no technical barrier left. Here's how to deploy it on Cisco IOS-XE and IOS XR.</p> <h2> How RPKI ROV Actually Works </h2> <p>RPKI (Resource Public Key Infrastructure) cryptographically binds IP prefixes to the autonomous systems authorized to originate them. Three components make it work:</p> <p><strong>Route Origin Authorizations (ROAs

When the Scraper Breaks Itself: Building a Self-Healing CSS Selector Repair System
<blockquote> <p>A Python sidecar that watches your scraper fail, calls a local LLM, and fixes the problem before your users notice.</p> </blockquote> <h2> The Problem with Fragile Selectors </h2> <p>Production web scrapers have a hidden fragility: they depend on CSS selectors and XPath expressions authored against a snapshot of a third-party website's DOM. The moment the site redesigns its layout, renames a class, or restructures a table, those selectors silently return nothing — or, worse, return the wrong data.</p> <p>For a surf alert system that monitors dozens of forecast sources, this is a recurring operational problem. A selector like <code>tr.forecast-table__row[data-row-name="wave-heigth"]</code> (yes, a typo the upstream site just fixed) breaks at 3 AM. The scraper records a failu
Knowledge Map
Connected Articles — Knowledge Graph
This article is connected to other articles through shared AI topics and tags.
More in Market News

Documents: Intel plans to invest $15M in SambaNova, a startup chaired by CEO Lip-Bu Tan, increasing Intel's stake to 9%, following a $35M investment in February (Reuters)
Reuters : Documents: Intel plans to invest $15M in SambaNova, a startup chaired by CEO Lip-Bu Tan, increasing Intel's stake to 9%, following a $35M investment in February — Chipmaker Intel (INTC.O) has planned to invest another $15 million in SambaNova, a chip startup chaired by Intel CEO Lip-Bu Tan …
Intuit's AI agents hit 85% repeat usage. The secret was keeping humans involved - Venturebeat
<a href="https://news.google.com/rss/articles/CBMitAFBVV95cUxNMFpzUEY1Q3VYcHNpeWoyV093TFo2cnRHalpEakZpVTI4LTBkLWRUTld0d2JVSW9iSUxJRGhEck1fbjZXSjZjanBCemw1MEZIRnRJNmZBNkVOTGpSUmZNNjJjaEVuaktNeXZxVVZNNkNRalhsZHFNMjJBampKY0lEaUw1QVdISlBkV1VjSFhtM2xoQkRDY3MzbUNOVG9xT216U2otSGVfUmNqUGxlM0VES1lGS1M?oc=5" target="_blank">Intuit's AI agents hit 85% repeat usage. The secret was keeping humans involved</a> <font color="#6f6f6f">Venturebeat</font>
OpenAI’s Fund Raise Shows ChatGPT Parent Worth $852 Billion Ahead of IPO. Who Bought. - Barron's
<a href="https://news.google.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?oc=5" target="_blank">OpenAI’s Fund Raise Shows ChatGPT Parent Worth $852 Billion Ahead of IPO. Who Bought.</a> <font color="#6f6f6f">Barron's</font>
OpenAI Closes Silicon Valley’s Largest-Ever Funding Round - WSJ
<a href="https://news.google.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?oc=5" target="_blank">OpenAI Closes Silicon Valley’s Largest-Ever Funding Round</a> <font color="#6f6f6f">WSJ</font>
Discussion
Sign in to join the discussion
No comments yet — be the first to share your thoughts!